{"id":"W2083737202","doi":"10.3997/2214-4609.20141899","title":"Streamline-based Reservoir Geomechanics Coupling Strategies for Full Field Simulations","year":2014,"lang":"en","type":"article","venue":"Proceedings","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geomechanics; Reservoir simulation; Coupling (piping); Computer science; Petroleum engineering; Field (mathematics); Reservoir modeling; Geology; Geotechnical engineering; Engineering; Mechanical engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005805024,0.0006260128,0.0004230608,0.0005022213,0.0003826099,0.0005672938,0.001062534,0.0006515945,0.002900359],"category_scores_gemma":[0.001344259,0.000351916,0.0004513653,0.000227616,0.0004152249,0.0007163416,0.001120994,0.0006305592,0.000347472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145501,"about_ca_system_score_gemma":0.0007276103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00575774,"about_ca_topic_score_gemma":0.004175271,"domain_scores_codex":[0.9998087,0.00006865655,0.00001433484,0.00002431577,0.00005835715,0.00002555889],"domain_scores_gemma":[0.9993862,0.000227829,0.0001082152,0.00007364556,0.0001374241,0.00006666444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004888331,0.00007848853,0.001195348,0.00003009997,0.00001759081,0.00005431201,0.00009078271,0.9770265,0.005097463,0.003850366,0.0001887612,0.01232133],"study_design_scores_gemma":[0.000003994028,0.00001332745,0.00004551427,0.000001482259,0.000001262836,0.000002522748,0.000004256574,0.9990331,0.0004654789,0.0002881217,0.0001395219,0.00000154369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2123497,0.0001137201,0.7801861,0.0001319569,0.00003014311,0.0001778619,0.0001330514,0.001257107,0.005620428],"genre_scores_gemma":[0.8708466,0.00008144195,0.1264658,0.00004499183,0.00001121074,0.0002160842,0.000127087,0.0001839099,0.002022896],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00575774,"threshold_uncertainty_score":0.01144844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271242828426552,"score_gpt":0.2789476415968009,"score_spread":0.2562352133125353,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}